Articles | Volume 24, issue 2
https://doi.org/10.5194/hess-24-595-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/hess-24-595-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Application of logistic regression to simulate the influence of rainfall genesis on storm overflow operations: a probabilistic approach
Bartosz Szeląg
CORRESPONDING AUTHOR
Department of Geotechnics and Water Engineering, Kielce University
of Technology, 25-314 Kielce, Poland
Roman Suligowski
Department of Hydrology and Geo-Information, Jan Kochanowski
University, 25-406 Kielce, Poland
Jan Studziński
Centre for Computer Science Applications in Environmental
Engineering, Systems Research Institute, Polish Academy of Sciences, 01-447 Warsaw, Poland
Francesco De Paola
Department of Civil, Architectural and Environmental Engineering,
University of Naples Federico II, via Claudio 21, Naples 80125, Italy
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Cited
15 citations as recorded by crossref.
- A hybrid ensemble modelling framework for the prediction of breakup ice jams on Northern Canadian Rivers M. De Coste et al. 10.1016/j.coldregions.2021.103302
- Influence of urban catchment characteristics and rainfall origins on the phenomenon of stormwater flooding: Case study B. Szeląg et al. 10.1016/j.envsoft.2022.105335
- Analysis of erosion rill development under rainfall events using structure-from-motion photogrammetry — a case study from Kielce (Holy Cross Mts., Poland) P. Kopyść 10.1007/s11629-021-7025-7
- Application of Analytical Probabilistic Models in Urban Runoff Control Systems’ Planning and Design: A Review A. Aldrees & S. Dan’azumi 10.3390/w15091640
- Using logistic regression to model the risk of sewer overflows triggered by compound flooding with application to sea level rise S. Meyers et al. 10.1016/j.uclim.2020.100752
- Enhancing urban water resilience through stormwater reuse for toilet flushing S. Piazza et al. 10.1016/j.scs.2024.106074
- Impact of sewer overflow on public health: A comprehensive scientometric analysis and systematic review A. Sojobi & T. Zayed 10.1016/j.envres.2021.111609
- The Relationship between Suspended Solid Loads and Dissolved Material during Floods of Various Origin in Catchments of Different Use T. Ciupa & R. Suligowski 10.3390/w15010090
- An advanced tool integrating failure and sensitivity analysis into novel modeling of the stormwater flood volume F. Fatone et al. 10.5194/hess-27-3329-2023
- Simulation of the number of storm overflows considering changes in precipitation dynamics and the urbanisation of the catchment area: A probabilistic approach B. Szeląg et al. 10.1016/j.jhydrol.2021.126275
- Assessment of wastewater quality indicators for wastewater treatment influent using an advanced logistic regression model B. Szeląg et al. 10.5004/dwt.2021.27674
- A Probabilistic Model for Predicting the Performance of a Stormwater Overflow Structure as Part of a Stormwater Treatment Plant J. Górski et al. 10.3390/w16243598
- Development of Rainfall-Runoff Models for Sustainable Stormwater Management in Urbanized Catchments B. Szeląg et al. 10.3390/w14131997
- Flood occurrence analysis in small urban catchments in the context of regional variability B. Szeląg et al. 10.1371/journal.pone.0276312
- Application of Multinomial Logistic Regression to Model the Impact of Rainfall Genesis on the Performance of Storm Overflows: Case Study B. Szeląg et al. 10.1007/s11269-022-03223-z
15 citations as recorded by crossref.
- A hybrid ensemble modelling framework for the prediction of breakup ice jams on Northern Canadian Rivers M. De Coste et al. 10.1016/j.coldregions.2021.103302
- Influence of urban catchment characteristics and rainfall origins on the phenomenon of stormwater flooding: Case study B. Szeląg et al. 10.1016/j.envsoft.2022.105335
- Analysis of erosion rill development under rainfall events using structure-from-motion photogrammetry — a case study from Kielce (Holy Cross Mts., Poland) P. Kopyść 10.1007/s11629-021-7025-7
- Application of Analytical Probabilistic Models in Urban Runoff Control Systems’ Planning and Design: A Review A. Aldrees & S. Dan’azumi 10.3390/w15091640
- Using logistic regression to model the risk of sewer overflows triggered by compound flooding with application to sea level rise S. Meyers et al. 10.1016/j.uclim.2020.100752
- Enhancing urban water resilience through stormwater reuse for toilet flushing S. Piazza et al. 10.1016/j.scs.2024.106074
- Impact of sewer overflow on public health: A comprehensive scientometric analysis and systematic review A. Sojobi & T. Zayed 10.1016/j.envres.2021.111609
- The Relationship between Suspended Solid Loads and Dissolved Material during Floods of Various Origin in Catchments of Different Use T. Ciupa & R. Suligowski 10.3390/w15010090
- An advanced tool integrating failure and sensitivity analysis into novel modeling of the stormwater flood volume F. Fatone et al. 10.5194/hess-27-3329-2023
- Simulation of the number of storm overflows considering changes in precipitation dynamics and the urbanisation of the catchment area: A probabilistic approach B. Szeląg et al. 10.1016/j.jhydrol.2021.126275
- Assessment of wastewater quality indicators for wastewater treatment influent using an advanced logistic regression model B. Szeląg et al. 10.5004/dwt.2021.27674
- A Probabilistic Model for Predicting the Performance of a Stormwater Overflow Structure as Part of a Stormwater Treatment Plant J. Górski et al. 10.3390/w16243598
- Development of Rainfall-Runoff Models for Sustainable Stormwater Management in Urbanized Catchments B. Szeląg et al. 10.3390/w14131997
- Flood occurrence analysis in small urban catchments in the context of regional variability B. Szeląg et al. 10.1371/journal.pone.0276312
- Application of Multinomial Logistic Regression to Model the Impact of Rainfall Genesis on the Performance of Storm Overflows: Case Study B. Szeląg et al. 10.1007/s11269-022-03223-z
Latest update: 05 Apr 2025
Short summary
A method for linking releases of a storm overflow with the precipitation-forming mechanism, depending on air circulation, was presented. The logit model was used to simulate overflow releases, and a rainfall generator accounting for a forming mechanism was used for forecasting. It was found that the logit model is universal and can be applied to a catchment with diverse geographical characteristics and that the precipitation-forming mechanism has an impact on the operation of the storm overflow.
A method for linking releases of a storm overflow with the precipitation-forming mechanism,...
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